Tracking and recognizing actions of multiple hockey players using the boosted particle filter

This thesis presents a system that can automatically track multiple hockey players and simultaneously recognize their actions given a single broadcast video sequence, where detection is complicated by a panning, tilting, and zooming camera. Firstly, we use the Histograms of Oriented Gradients (HO...

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Bibliographic Details
Main Author: Lu, Wei-Lwun
Language:English
Published: University of British Columbia 2011
Online Access:http://hdl.handle.net/2429/31853